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Productivity

Productivity includes tips on how to use tools and software, process optimization, useful references, experience, and mindstate optimization.

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Your AI Coding Assistant Writes Shell Commands. Do You Actually Test Them Before They Run?

Your AI Coding Assistant Writes Shell Commands. Do You Actually Test Them Before They Run?

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5 min read
A Disposable Sandbox Pattern for Testing AI Coding Agents Safely

A Disposable Sandbox Pattern for Testing AI Coding Agents Safely

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4 min read
Stop Picking LLMs by Vibes: A Reproducible Evaluation Harness You Can Run for Free

Stop Picking LLMs by Vibes: A Reproducible Evaluation Harness You Can Run for Free

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5 min read
I Stopped Trusting My Gut on AI Coding Models. Here's the 30-Minute Test Rig I Use Instead

I Stopped Trusting My Gut on AI Coding Models. Here's the 30-Minute Test Rig I Use Instead

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6 min read
A Sandbox-First Workflow for Evaluating AI Coding Models on a Zero Budget

A Sandbox-First Workflow for Evaluating AI Coding Models on a Zero Budget

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5 min read
I Built 75+ Free Developer Tools — Here's What I Learned

I Built 75+ Free Developer Tools — Here's What I Learned

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1 min read
A Staged Gate for Adopting Free AI Coding Models Without Wrecking Your Repo

A Staged Gate for Adopting Free AI Coding Models Without Wrecking Your Repo

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5 min read
The Question Nobody Asks About Free Coding Models: How Many of Their Patches Break Something Else?

The Question Nobody Asks About Free Coding Models: How Many of Their Patches Break Something Else?

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5 min read
If You’re Learning AI in 2026, Don’t Skip This

If You’re Learning AI in 2026, Don’t Skip This

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5 min read
Three public HTTP APIs I read daily without registering for a key

Three public HTTP APIs I read daily without registering for a key

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4 min read
From Code to Cloud: What I Taught at the AWS User Group Nepal Meetup

From Code to Cloud: What I Taught at the AWS User Group Nepal Meetup

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3 min read
Every New Model Gets the Same Six Questions From Me

Every New Model Gets the Same Six Questions From Me

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5 min read
Judge New Models With the Bugs That Already Burned You

Judge New Models With the Bugs That Already Burned You

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7 min read
Prompt Engineering Techniques Every Developer Should Know

Prompt Engineering Techniques Every Developer Should Know

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3 min read
I Stopped Reading Model Release Threads and Built a Release-Day Eval Ritual Instead

I Stopped Reading Model Release Threads and Built a Release-Day Eval Ritual Instead

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5 min read
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